Open-Vocabulary Segmentation (OVS) has drawn increasing attention for its capacity to generalize segmentation beyond predefined categories. However, existing methods typically predict segmentation ...

Abstract: Accurately recognizing the spatial distribution of green roofs is crucial for quantitatively assessing their ecological benefits in urban areas. Deep learning (DL) has been applied to this ...

Abstract: Few-shot semantic segmentation (FSS) is of tremendous potential for data-scarce scenarios, particularly in medical segmentation tasks with merely a few labeled data. Most of the existing FSS ...